Nature-Inspired Optimizers (e-bog) af -
Lewis, Andrew (redaktør)

Nature-Inspired Optimizers e-bog

875,33 DKK (inkl. moms 1094,16 DKK)
This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical application. Different kind of optimization problems are solved in this book, including those related to path planning, im...
E-bog 875,33 DKK
Forfattere Lewis, Andrew (redaktør)
Forlag Springer
Udgivet 1 februar 2019
Genrer PBU
Sprog English
Format epub
Beskyttelse LCP
ISBN 9783030121273
This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical application. Different kind of optimization problems are solved in this book, including those related to path planning, image processing, hand gesture detection, among others.  All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms. Source codes for most of the proposed techniques have been included as supplementary materials on a dedicated webpage.